{"id":"W2042087924","doi":"10.1007/s10967-012-2041-2","title":"Irradiation in combined treatments and food safety","year":2012,"lang":"en","type":"article","venue":"Journal of Radioanalytical and Nuclear Chemistry","topic":"Radiation Effects and Dosimetry","field":"Agricultural and Biological Sciences","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"Armand Frappier Museum; Institut National de la Recherche Scientifique","funders":"Natural Sciences and Engineering Research Council of Canada; International Atomic Energy Agency","keywords":"Bacillus cereus; Listeria monocytogenes; Food science; Antimicrobial; Cereus; Salmonella; Modified atmosphere; Shelf life; Bacteria; Chemistry; Escherichia coli; Irradiation; Food irradiation; Food preservation; Generally recognized as safe; Microbiology; Biology; Biochemistry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008376992,0.0005572724,0.0006373582,0.001012398,0.0006639358,0.0009197167,0.0007351604,0.001590611,0.007559491],"category_scores_gemma":[0.0006522363,0.0004882588,0.0007805746,0.0007428759,0.0006924939,0.001063874,0.001224965,0.0009409707,0.001368254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007496757,"about_ca_system_score_gemma":0.0004565876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005715363,"about_ca_topic_score_gemma":0.00113128,"domain_scores_codex":[0.9990108,0.0003376323,0.00003706354,0.0002181303,0.00027876,0.0001175571],"domain_scores_gemma":[0.999557,0.0001737517,0.00009785788,0.00005785658,0.00008737075,0.0000262762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003811686,0.0003725267,0.006488186,0.0009466552,0.0003324898,0.0002821877,0.0003218851,0.003367871,0.9010949,0.002747336,0.001116196,0.07911818],"study_design_scores_gemma":[0.00009621834,0.003495724,0.01517499,0.0001837939,0.0005526809,0.0007987663,0.0003564582,0.003363297,0.94857,0.001788172,0.02557386,0.00004601679],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8543072,0.07125172,0.03318843,0.0009109562,0.0003880803,0.0001820866,0.0003526029,0.0004230833,0.03899572],"genre_scores_gemma":[0.971883,0.007614269,0.005177125,0.0003058758,0.0001250193,0.00008541336,0.0001689267,0.00008790091,0.01455248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007559491,"threshold_uncertainty_score":0.025289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006445495070009148,"score_gpt":0.1892276915191913,"score_spread":0.1827821964491821,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}